Kaitlynn S.

Key Skills

Software

CloudFactory

Other

Sama

Labelbox

Top Subject Matter

AI and machine learning dataset labeling for computer vision

Nlp Domain Expertise

and audio tasks.

Top Data Types

Video

Text

Image

Top Task Types

Prompt + Response Writing (SFT)

Entity (NER) Classification

Classification

Bounding Box

Polygon

Tracking

RLHF

Freelancer Overview

Senior Data Labeling Specialist at CloudFactory (Remote). Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include CloudFactory, Other, and Sama. Education includes Master of Science, University of Colorado Boulder (2018) and Bachelor of Science, Colorado State University (2016). AI-training focus includes data types such as Video, Text, and Image and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

Labeling Experience

Senior Data Labeling Specialist

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No description provided.

2024 - Present

Senior Data Labeling Specialist at CloudFactory (Remote)

CloudFactoryVideo

You led annotation projects spanning image, text, audio, and video datasets while ensuring comprehensive coverage and quality. You performed ongoing review and validation of team outputs to maintain accuracy above 98% and reduce defects through structured QA. You created annotation guidelines and QA procedures and supported team learning via training and dataset audits. • Maintained annotation accuracy exceeding 98% through review and validation. • Reduced project errors by 25% using QA procedures and audits. • Developed and implemented annotation guidelines and documentation. • Trained and mentored annotators and performed dataset audits and error analysis.

2024 - Present

Freelance Data Labeling Specialist and AI Trainer

OtherTextPrompt + Response Writing (SFT)Entity (NER) Classification

You delivered data annotation and AI training services for a range of organizations, supporting generative AI and large language models. You completed over 2 million annotation tasks while maintaining average quality ratings above 95%. You managed multiple concurrent projects and delivered work that met client expectations and deadlines. • Completed over 2 million annotation tasks with average quality ratings above 95%. • Contributed labeled data to generative AI and LLM-focused projects. • Managed multiple concurrent projects and consistently met deadlines. • Ensured high-quality data input for downstream AI training.

2022 - Present

Data Annotation Specialist

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No description provided.

2022 - 2024

Data Annotation Specialist at Sama

SamaText

You executed image and text annotation for AI and machine learning projects, completing over 800,000 annotations with quality scores exceeding 97%. You performed sentiment analysis and entity extraction to support NLP dataset development and computer vision/NLP dataset preparation. You improved workflow processes to reduce turnaround times and developed documentation and guidelines to ensure consistent quality control. • Completed 800,000+ annotations with quality scores exceeding 97%. • Performed sentiment analysis and entity extraction tasks. • Assisted in preparing datasets for NLP and computer vision models. • Developed documentation and annotation guidelines to standardize QC.

2022 - 2024

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Education

Work History